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Study of NoSQL database update method with transaction processing

Research Project

Project/Area Number 15K00161
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Multimedia database
Research InstitutionShizuoka Institute of Science and Technology

Principal Investigator

Kudo Tsukasa  静岡理工科大学, 情報学部, 教授 (90583782)

Research Collaborator FURUKAWA Yuki  
HARAZAKI Ayana  
KAWANAKA Tenma  
ITO Yuki  
NAGASAWA Kazuki  
Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000)
Fiscal Year 2017: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2016: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2015: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Keywordsデータベースシステム / トランザクション処理 / NoSQLデータベース / MongoDB / 同時実行制御 / 在庫管理システム / 情報システム
Outline of Final Research Achievements

Though NoSQL databases can manipulate various large capacity data, there is a problem that the ACID properties of the transaction cannot be maintained. In this study, I proposed a transaction processing method maintaining the ACID properties for MongoDB which is a kind of NoSQL databases. Then, I conducted the experiment of this method, in which the database including a large capacity of data such as videos was updated by the plural transactions simultaneously, and confirmed that the ACID properties could be maintained. In addition, we constructed the prototypes to discriminate the inventory satisfaction by images for inventory control of an actual factory and showed that it was possible to improve the efficiency of business by manipulating large capacity data even in mission-critical systems.

Report

(4 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Research-status Report
  • 2015 Research-status Report
  • Research Products

    (25 results)

All 2018 2017 2016 2015 Other

All Journal Article (5 results) (of which Peer Reviewed: 4 results,  Open Access: 4 results,  Acknowledgement Compliant: 2 results) Presentation (19 results) (of which Int'l Joint Research: 9 results,  Invited: 1 results) Remarks (1 results)

  • [Journal Article] Evaluation of Databases for Enterprise Systems Dealing with Images2018

    • Author(s)
      Tsukasa Kudo et al.
    • Journal Title

      International Journal of informatics Society

      Volume: 10

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] 時制データベースによる長時間トランザクションの直列化方式2018

    • Author(s)
      工藤司
    • Journal Title

      静岡理工科大学紀要

      Volume: 25 Pages: 23-30

    • NAID

      40021845844

    • Related Report
      2017 Annual Research Report
  • [Journal Article] An Application of MongoDB to Enterprise System Manipulating Enormous Data2017

    • Author(s)
      Tsukasa Kudo et al.
    • Journal Title

      International Journal of informatics Society

      Volume: 9 Pages: 97-108

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] A Lump-sum Update Method as Transaction in MongoDB2016

    • Author(s)
      Kudo, T., Ishino, M., Saotome, K. and Kataoka, N.
    • Journal Title

      International Journal of Informatics Society

      Volume: 8 Pages: 35-44

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Implementation and Evaluations of Recovery Method for Batch Update2015

    • Author(s)
      Tsukasa Kudo et al.
    • Journal Title

      International Journal of Informatics Society

      Volume: Vol. 7 Pages: 3-11

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Presentation] Fog Computing with Distributed Database2018

    • Author(s)
      Tsukasa Kudo
    • Organizer
      IEEE
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 製品地図システムにおけるMySQLとMongoDBの性能比較評価2018

    • Author(s)
      古川友貴,工藤司
    • Organizer
      情報処理学会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 深層学習を用いた在庫数量判定方式の提案2018

    • Author(s)
      川中天馬,工藤司
    • Organizer
      情報処理学会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Node.jsとMongoDBによる動画データの保存方式2018

    • Author(s)
      原嵜彩奈,工藤司
    • Organizer
      情報処理学会
    • Related Report
      2017 Annual Research Report
  • [Presentation] IoT とNoSQL を活用した研究室のセキュリティ管理システム2017

    • Author(s)
      伊藤祐輝
    • Organizer
      電子情報通信学会
    • Place of Presentation
      名城大学(愛知県)
    • Year and Date
      2017-03-22
    • Related Report
      2016 Research-status Report
  • [Presentation] タブレットとMongoDB を活用したモバイル見積システムの開発2017

    • Author(s)
      長澤一貴
    • Organizer
      電子情報通信学会
    • Place of Presentation
      名城大学(愛知県)
    • Year and Date
      2017-03-22
    • Related Report
      2016 Research-status Report
  • [Presentation] A Comparative Study in Enterprise Systems Dealing with Images: MongoDB vs. MySQL2017

    • Author(s)
      Tsukasa Kudo
    • Organizer
      Informatics Society
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A proposal of transaction processing method for MongoDB2016

    • Author(s)
      Kudo, T.
    • Organizer
      KES International
    • Place of Presentation
      Park Inn by Radisson(英国・ヨーク)
    • Year and Date
      2016-09-05
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] A proposal of transaction processing method for MongoDB2016

    • Author(s)
      Tsukasa Kudo
    • Organizer
      KES International
    • Place of Presentation
      York (UK)
    • Year and Date
      2016-09-05
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] IoT as Communication Tool in University Laboratory2016

    • Author(s)
      Kudo, T.
    • Organizer
      Infomatics Society
    • Place of Presentation
      My City Hotel(エストニア・タリン)
    • Year and Date
      2016-09-02
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Application of MongoDB with Transaction Feature in Production Management System2016

    • Author(s)
      Kudo, T.
    • Organizer
      Infomatics Society
    • Place of Presentation
      Avalon Hote(ラトビア・リガ)
    • Year and Date
      2016-08-28
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] ウェアラブル端末を活用したデータ入力方式-生産管理システムにおける提案-2016

    • Author(s)
      工藤司
    • Organizer
      Infomatics Society
    • Place of Presentation
      蒲田川荘(岐阜県)
    • Year and Date
      2016-08-02
    • Related Report
      2016 Research-status Report
  • [Presentation] A proposal of wearable terminal utilization in production management2016

    • Author(s)
      Kudo, T.
    • Organizer
      JSU-SIST International Mechanical Engineering and Informatiomn Symposium
    • Place of Presentation
      江蘇大学(中国・鎮江)
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] 時制データベースによるノンストップサービス2016

    • Author(s)
      工藤司
    • Organizer
      浜松システム開発協同組合
    • Place of Presentation
      (株)電興社(静岡県)
    • Related Report
      2016 Research-status Report
    • Invited
  • [Presentation] MongoDBにおけるトランザクション処理の実装2016

    • Author(s)
      工藤司,石野正彦,五月女健治,片岡信弘
    • Organizer
      電子情報通信学会
    • Place of Presentation
      機械振興会館(東京都)
    • Related Report
      2016 Research-status Report
  • [Presentation] A Proposal of Lump-sum Update Method as Transaction in MongoDB2015

    • Author(s)
      Tsukasa Kudo
    • Organizer
      Informatics Society
    • Place of Presentation
      Amsterdam (Netherlands)
    • Year and Date
      2015-09-06
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] A Design Method for NoSQL Databases2015

    • Author(s)
      Tsukasa Kudo
    • Organizer
      Informatics Society
    • Place of Presentation
      Warsaw (Poland)
    • Year and Date
      2015-09-03
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] MongoDBにおけるトランザクションとしての一括更新方式2015

    • Author(s)
      工藤司
    • Organizer
      電子情報通信学会
    • Place of Presentation
      機械振興会館(東京都)
    • Year and Date
      2015-08-20
    • Related Report
      2015 Research-status Report
  • [Presentation] MongoDBの応用事例 -議事録・残件リストへの応用-2015

    • Author(s)
      工藤司
    • Organizer
      Informatics Society (高度情報シンポジウム2015)
    • Place of Presentation
      ニセコアンヌプリ温泉 湯心亭(北海道)
    • Year and Date
      2015-08-04
    • Related Report
      2015 Research-status Report
  • [Remarks] 工藤研究室ホームページ

    • URL

      http://www.sist.ac.jp/~kudo/index.html

    • Related Report
      2017 Annual Research Report 2016 Research-status Report 2015 Research-status Report

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Published: 2015-04-16   Modified: 2019-03-29  

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